Two-Stage Evolutionary Algorithm Based on Subspace Specified Searching for Hyperspectral Endmember Extraction

C Lei, R Liu, Y Tian - IEEE Journal of Selected Topics in …, 2023 - ieeexplore.ieee.org
In recent years, the introduction of multiobjective evolutionary algorithms (MOEAs) into the
field of endmember extraction (EE) in hyperspectral unmixing has demonstrated a breadth of …

SCA-Net: A self-correcting two-layer autoencoder for hyper-spectral unmixing

G Singh, S Gupta, C Dawson - arXiv preprint arXiv:2102.05713, 2021 - arxiv.org
Hyperspectral unmixing involves separating a pixel as a weighted combination of its
constituent endmembers and corresponding fractional abundances, with the current state of …

Proposed Architecture for Hyperspectral Image Parallel Processing Methods Based on GPU

A Ayadi, M Boulehmi, IR Farah - 2021 International Congress of …, 2021 - ieeexplore.ieee.org
With the development of remote sensing technology, the analysis of hyperspectral images
(HSI) is becoming more and more complex. Dimension reduction, unmixing and HSI …